Dataset statistics
| Number of variables | 36 |
|---|---|
| Number of observations | 953 |
| Missing cells | 25067 |
| Missing cells (%) | 73.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 268.2 KiB |
| Average record size in memory | 288.1 B |
Variable types
| Categorical | 18 |
|---|---|
| Numeric | 18 |
ILC_LI02_unit has constant value "" | Constant |
ILC_PW01_unit has constant value "" | Constant |
ILC_PW01_unit_2 has constant value "" | Constant |
ILC_PW01_unit_3 has constant value "" | Constant |
ILC_PW01_unit_4 has constant value "" | Constant |
ILC_PW01_unit_5 has constant value "" | Constant |
ILC_PW01_unit_6 has constant value "" | Constant |
ILC_PW01_unit_7 has constant value "" | Constant |
ILC_PW01_unit_8 has constant value "" | Constant |
ILC_PW01_unit_9 has constant value "" | Constant |
ILC_PW01_unit_10 has constant value "" | Constant |
TOUR_OCC_NINATS_unit has constant value "" | Constant |
RAIL_TF_PASSMOV_unit has constant value "" | Constant |
RAIL_PA_TOTAL_unit has constant value "" | Constant |
RAIL_PA_TOTAL_unit_14 has constant value "" | Constant |
RAIL_AC_CATNMBR_unit has constant value "" | Constant |
TTR00003_unit has constant value "" | Constant |
ILC_LI02_VALUE is highly overall correlated with ILC_PW01_VALUE and 8 other fields | High correlation |
ILC_PW01_VALUE is highly overall correlated with ILC_LI02_VALUE and 10 other fields | High correlation |
ILC_PW01_VALUE_2 is highly overall correlated with ILC_LI02_VALUE and 10 other fields | High correlation |
ILC_PW01_VALUE_3 is highly overall correlated with ILC_LI02_VALUE and 10 other fields | High correlation |
ILC_PW01_VALUE_4 is highly overall correlated with ILC_LI02_VALUE and 10 other fields | High correlation |
ILC_PW01_VALUE_5 is highly overall correlated with ILC_LI02_VALUE and 9 other fields | High correlation |
ILC_PW01_VALUE_6 is highly overall correlated with ILC_PW01_VALUE and 8 other fields | High correlation |
ILC_PW01_VALUE_7 is highly overall correlated with ILC_LI02_VALUE and 10 other fields | High correlation |
ILC_PW01_VALUE_8 is highly overall correlated with ILC_LI02_VALUE and 10 other fields | High correlation |
ILC_PW01_VALUE_9 is highly overall correlated with ILC_LI02_VALUE and 9 other fields | High correlation |
ILC_PW01_VALUE_10 is highly overall correlated with ILC_PW01_VALUE and 8 other fields | High correlation |
TOUR_OCC_NINATS_VALUE is highly overall correlated with RAIL_TF_PASSMOV_VALUE and 5 other fields | High correlation |
RAIL_TF_PASSMOV_VALUE is highly overall correlated with ILC_PW01_VALUE_3 and 6 other fields | High correlation |
RAIL_PA_TOTAL_VALUE is highly overall correlated with TOUR_OCC_NINATS_VALUE and 5 other fields | High correlation |
RAIL_PA_TOTAL_VALUE_14 is highly overall correlated with TOUR_OCC_NINATS_VALUE and 5 other fields | High correlation |
RAIL_AC_CATNMBR_VALUE is highly overall correlated with TOUR_OCC_NINATS_VALUE and 4 other fields | High correlation |
TTR00003_VALUE is highly overall correlated with TOUR_OCC_NINATS_VALUE and 5 other fields | High correlation |
geo is highly overall correlated with ILC_LI02_VALUE and 10 other fields | High correlation |
ILC_LI02_unit has 338 (35.5%) missing values | Missing |
ILC_LI02_VALUE has 338 (35.5%) missing values | Missing |
ILC_PW01_unit has 926 (97.2%) missing values | Missing |
ILC_PW01_VALUE has 926 (97.2%) missing values | Missing |
ILC_PW01_unit_2 has 926 (97.2%) missing values | Missing |
ILC_PW01_VALUE_2 has 926 (97.2%) missing values | Missing |
ILC_PW01_unit_3 has 899 (94.3%) missing values | Missing |
ILC_PW01_VALUE_3 has 899 (94.3%) missing values | Missing |
ILC_PW01_unit_4 has 926 (97.2%) missing values | Missing |
ILC_PW01_VALUE_4 has 926 (97.2%) missing values | Missing |
ILC_PW01_unit_5 has 899 (94.3%) missing values | Missing |
ILC_PW01_VALUE_5 has 899 (94.3%) missing values | Missing |
ILC_PW01_unit_6 has 845 (88.7%) missing values | Missing |
ILC_PW01_VALUE_6 has 845 (88.7%) missing values | Missing |
ILC_PW01_unit_7 has 926 (97.2%) missing values | Missing |
ILC_PW01_VALUE_7 has 926 (97.2%) missing values | Missing |
ILC_PW01_unit_8 has 926 (97.2%) missing values | Missing |
ILC_PW01_VALUE_8 has 926 (97.2%) missing values | Missing |
ILC_PW01_unit_9 has 899 (94.3%) missing values | Missing |
ILC_PW01_VALUE_9 has 899 (94.3%) missing values | Missing |
ILC_PW01_unit_10 has 899 (94.3%) missing values | Missing |
ILC_PW01_VALUE_10 has 899 (94.3%) missing values | Missing |
TOUR_OCC_NINATS_unit has 658 (69.0%) missing values | Missing |
TOUR_OCC_NINATS_VALUE has 658 (69.0%) missing values | Missing |
RAIL_TF_PASSMOV_unit has 170 (17.8%) missing values | Missing |
RAIL_TF_PASSMOV_VALUE has 170 (17.8%) missing values | Missing |
RAIL_PA_TOTAL_unit has 481 (50.5%) missing values | Missing |
RAIL_PA_TOTAL_VALUE has 523 (54.9%) missing values | Missing |
RAIL_PA_TOTAL_unit_14 has 481 (50.5%) missing values | Missing |
RAIL_PA_TOTAL_VALUE_14 has 522 (54.8%) missing values | Missing |
RAIL_AC_CATNMBR_unit has 627 (65.8%) missing values | Missing |
RAIL_AC_CATNMBR_VALUE has 653 (68.5%) missing values | Missing |
TTR00003_unit has 653 (68.5%) missing values | Missing |
TTR00003_VALUE has 653 (68.5%) missing values | Missing |
Reproduction
| Analysis started | 2024-01-10 02:04:20.447493 |
|---|---|
| Analysis finished | 2024-01-10 02:04:58.881601 |
| Duration | 38.43 seconds |
| Software version | ydata-profiling vv4.6.1 |
| Download configuration | config.json |
ILC_LI02_unit
Categorical
CONSTANT MISSING
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 338 |
| Missing (%) | 35.5% |
| Memory size | 7.6 KiB |
| PC |
|---|
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1230 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | PC |
|---|---|
| 2nd row | PC |
| 3rd row | PC |
| 4th row | PC |
| 5th row | PC |
Common Values
| Value | Count | Frequency (%) |
| PC | 615 | |
| (Missing) | 338 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| pc | 615 |
Most occurring characters
| Value | Count | Frequency (%) |
| P | 615 | |
| C | 615 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1230 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 615 | |
| C | 615 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1230 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| P | 615 | |
| C | 615 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1230 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| P | 615 | |
| C | 615 |
geo
Categorical
HIGH CORRELATION
| Distinct | 27 |
|---|---|
| Distinct (%) | 2.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 7.6 KiB |
| SE | 53 |
|---|---|
| BE | 44 |
| FR | 44 |
| DK | 44 |
| ES | 43 |
| Other values (22) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1906 |
|---|---|
| Distinct characters | 22 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | AT |
|---|---|
| 2nd row | AT |
| 3rd row | AT |
| 4th row | AT |
| 5th row | AT |
Common Values
| Value | Count | Frequency (%) |
| SE | 53 | 5.6% |
| BE | 44 | 4.6% |
| FR | 44 | 4.6% |
| DK | 44 | 4.6% |
| ES | 43 | 4.5% |
| PT | 43 | 4.5% |
| DE | 42 | 4.4% |
| EL | 41 | 4.3% |
| LU | 41 | 4.3% |
| NL | 39 | 4.1% |
| Other values (17) | 519 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| se | 53 | 5.6% |
| be | 44 | 4.6% |
| fr | 44 | 4.6% |
| dk | 44 | 4.6% |
| es | 43 | 4.5% |
| pt | 43 | 4.5% |
| de | 42 | 4.4% |
| el | 41 | 4.3% |
| lu | 41 | 4.3% |
| nl | 39 | 4.1% |
| Other values (17) | 519 |
Most occurring characters
| Value | Count | Frequency (%) |
| E | 316 | |
| L | 217 | |
| T | 163 | 8.6% |
| S | 160 | 8.4% |
| I | 135 | 7.1% |
| R | 104 | 5.5% |
| D | 86 | 4.5% |
| F | 78 | 4.1% |
| B | 77 | 4.0% |
| K | 75 | 3.9% |
| Other values (12) | 495 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 1906 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 316 | |
| L | 217 | |
| T | 163 | 8.6% |
| S | 160 | 8.4% |
| I | 135 | 7.1% |
| R | 104 | 5.5% |
| D | 86 | 4.5% |
| F | 78 | 4.1% |
| B | 77 | 4.0% |
| K | 75 | 3.9% |
| Other values (12) | 495 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1906 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| E | 316 | |
| L | 217 | |
| T | 163 | 8.6% |
| S | 160 | 8.4% |
| I | 135 | 7.1% |
| R | 104 | 5.5% |
| D | 86 | 4.5% |
| F | 78 | 4.1% |
| B | 77 | 4.0% |
| K | 75 | 3.9% |
| Other values (12) | 495 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1906 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| E | 316 | |
| L | 217 | |
| T | 163 | 8.6% |
| S | 160 | 8.4% |
| I | 135 | 7.1% |
| R | 104 | 5.5% |
| D | 86 | 4.5% |
| F | 78 | 4.1% |
| B | 77 | 4.0% |
| K | 75 | 3.9% |
| Other values (12) | 495 |
TIME_PERIOD
Real number (ℝ)
| Distinct | 53 |
|---|---|
| Distinct (%) | 5.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2003.7114 |
| Minimum | 1970 |
|---|---|
| Maximum | 2022 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 KiB |
Quantile statistics
| Minimum | 1970 |
|---|---|
| 5-th percentile | 1982 |
| Q1 | 1995 |
| median | 2005 |
| Q3 | 2014 |
| 95-th percentile | 2021 |
| Maximum | 2022 |
| Range | 52 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 11.8875 |
|---|---|
| Coefficient of variation (CV) | 0.0059327404 |
| Kurtosis | -0.73517764 |
| Mean | 2003.7114 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | -0.36585019 |
| Sum | 1909537 |
| Variance | 141.31265 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2022 | 27 | 2.8% |
| 2007 | 27 | 2.8% |
| 2015 | 27 | 2.8% |
| 2014 | 27 | 2.8% |
| 2013 | 27 | 2.8% |
| 2012 | 27 | 2.8% |
| 2011 | 27 | 2.8% |
| 2010 | 27 | 2.8% |
| 2009 | 27 | 2.8% |
| 2008 | 27 | 2.8% |
| Other values (43) | 683 |
| Value | Count | Frequency (%) |
| 1970 | 1 | 0.1% |
| 1971 | 1 | 0.1% |
| 1972 | 1 | 0.1% |
| 1973 | 1 | 0.1% |
| 1974 | 1 | 0.1% |
| 1975 | 1 | 0.1% |
| 1976 | 1 | 0.1% |
| 1977 | 1 | 0.1% |
| 1978 | 1 | 0.1% |
| 1979 | 11 |
| Value | Count | Frequency (%) |
| 2022 | 27 | |
| 2021 | 27 | |
| 2020 | 27 | |
| 2019 | 27 | |
| 2018 | 27 | |
| 2017 | 27 | |
| 2016 | 27 | |
| 2015 | 27 | |
| 2014 | 27 | |
| 2013 | 27 |
ILC_LI02_VALUE
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 145 |
|---|---|
| Distinct (%) | 23.6% |
| Missing | 338 |
| Missing (%) | 35.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.02 |
| Minimum | 8 |
|---|---|
| Maximum | 26.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 KiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 12.95 |
| median | 15.5 |
| Q3 | 19.4 |
| 95-th percentile | 22.36 |
| Maximum | 26.4 |
| Range | 18.4 |
| Interquartile range (IQR) | 6.45 |
Descriptive statistics
| Standard deviation | 3.9336608 |
|---|---|
| Coefficient of variation (CV) | 0.24554687 |
| Kurtosis | -0.86962146 |
| Mean | 16.02 |
| Median Absolute Deviation (MAD) | 3.2 |
| Skewness | 0.20041356 |
| Sum | 9852.3 |
| Variance | 15.473687 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 11 | 22 | 2.3% |
| 12 | 15 | 1.6% |
| 19 | 13 | 1.4% |
| 20 | 13 | 1.4% |
| 15 | 12 | 1.3% |
| 18 | 12 | 1.3% |
| 21 | 12 | 1.3% |
| 13 | 12 | 1.3% |
| 16 | 10 | 1.0% |
| 14.8 | 9 | 0.9% |
| Other values (135) | 485 | |
| (Missing) | 338 |
| Value | Count | Frequency (%) |
| 8 | 5 | |
| 8.6 | 3 | 0.3% |
| 9 | 4 | |
| 9.1 | 1 | 0.1% |
| 9.5 | 2 | 0.2% |
| 9.6 | 3 | 0.3% |
| 9.7 | 4 | |
| 9.8 | 1 | 0.1% |
| 9.9 | 1 | 0.1% |
| 10 | 9 |
| Value | Count | Frequency (%) |
| 26.4 | 1 | 0.1% |
| 25.9 | 1 | 0.1% |
| 25.4 | 1 | 0.1% |
| 25.3 | 1 | 0.1% |
| 25.1 | 1 | 0.1% |
| 24.6 | 1 | 0.1% |
| 23.8 | 2 | |
| 23.6 | 2 | |
| 23.5 | 2 | |
| 23.4 | 3 |
ILC_PW01_unit
Categorical
CONSTANT MISSING
| Distinct | 1 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 926 |
| Missing (%) | 97.2% |
| Memory size | 7.6 KiB |
| RTG |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 81 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | RTG |
|---|---|
| 2nd row | RTG |
| 3rd row | RTG |
| 4th row | RTG |
| 5th row | RTG |
Common Values
| Value | Count | Frequency (%) |
| RTG | 27 | 2.8% |
| (Missing) | 926 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| rtg | 27 |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 27 | |
| T | 27 | |
| G | 27 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 81 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 27 | |
| T | 27 | |
| G | 27 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 81 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| R | 27 | |
| T | 27 | |
| G | 27 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 81 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| R | 27 | |
| T | 27 | |
| G | 27 |
ILC_PW01_VALUE
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 18 |
|---|---|
| Distinct (%) | 66.7% |
| Missing | 926 |
| Missing (%) | 97.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.5 |
| Minimum | 6 |
|---|---|
| Maximum | 8.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 KiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 6.6 |
| Q1 | 7.25 |
| median | 7.5 |
| Q3 | 7.85 |
| 95-th percentile | 8.37 |
| Maximum | 8.4 |
| Range | 2.4 |
| Interquartile range (IQR) | 0.6 |
Descriptive statistics
| Standard deviation | 0.58441292 |
|---|---|
| Coefficient of variation (CV) | 0.077921723 |
| Kurtosis | 0.35106647 |
| Mean | 7.5 |
| Median Absolute Deviation (MAD) | 0.3 |
| Skewness | -0.56439176 |
| Sum | 202.5 |
| Variance | 0.34153846 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 7.4 | 3 | 0.3% |
| 7.5 | 2 | 0.2% |
| 6.6 | 2 | 0.2% |
| 8.4 | 2 | 0.2% |
| 7.3 | 2 | 0.2% |
| 7.7 | 2 | 0.2% |
| 7.8 | 2 | 0.2% |
| 7.6 | 2 | 0.2% |
| 7.1 | 1 | 0.1% |
| 6 | 1 | 0.1% |
| Other values (8) | 8 | 0.8% |
| (Missing) | 926 |
| Value | Count | Frequency (%) |
| 6 | 1 | 0.1% |
| 6.6 | 2 | |
| 6.8 | 1 | 0.1% |
| 6.9 | 1 | 0.1% |
| 7.1 | 1 | 0.1% |
| 7.2 | 1 | 0.1% |
| 7.3 | 2 | |
| 7.4 | 3 | |
| 7.5 | 2 | |
| 7.6 | 2 |
| Value | Count | Frequency (%) |
| 8.4 | 2 | |
| 8.3 | 1 | |
| 8.2 | 1 | |
| 8.1 | 1 | |
| 8 | 1 | |
| 7.9 | 1 | |
| 7.8 | 2 | |
| 7.7 | 2 | |
| 7.6 | 2 | |
| 7.5 | 2 |
ILC_PW01_unit_2
Categorical
CONSTANT MISSING
| Distinct | 1 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 926 |
| Missing (%) | 97.2% |
| Memory size | 7.6 KiB |
| RTG |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 81 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | RTG |
|---|---|
| 2nd row | RTG |
| 3rd row | RTG |
| 4th row | RTG |
| 5th row | RTG |
Common Values
| Value | Count | Frequency (%) |
| RTG | 27 | 2.8% |
| (Missing) | 926 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| rtg | 27 |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 27 | |
| T | 27 | |
| G | 27 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 81 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 27 | |
| T | 27 | |
| G | 27 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 81 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| R | 27 | |
| T | 27 | |
| G | 27 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 81 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| R | 27 | |
| T | 27 | |
| G | 27 |
ILC_PW01_VALUE_2
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 16 |
|---|---|
| Distinct (%) | 59.3% |
| Missing | 926 |
| Missing (%) | 97.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.4222222 |
| Minimum | 5.9 |
|---|---|
| Maximum | 8.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 KiB |
Quantile statistics
| Minimum | 5.9 |
|---|---|
| 5-th percentile | 6.53 |
| Q1 | 7.15 |
| median | 7.5 |
| Q3 | 7.75 |
| 95-th percentile | 8.14 |
| Maximum | 8.3 |
| Range | 2.4 |
| Interquartile range (IQR) | 0.6 |
Descriptive statistics
| Standard deviation | 0.53445395 |
|---|---|
| Coefficient of variation (CV) | 0.072007269 |
| Kurtosis | 1.3708107 |
| Mean | 7.4222222 |
| Median Absolute Deviation (MAD) | 0.3 |
| Skewness | -0.85149409 |
| Sum | 200.4 |
| Variance | 0.28564103 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 7.5 | 5 | 0.5% |
| 8 | 3 | 0.3% |
| 7.1 | 3 | 0.3% |
| 7.2 | 2 | 0.2% |
| 7.3 | 2 | 0.2% |
| 7.7 | 2 | 0.2% |
| 7.9 | 1 | 0.1% |
| 6.6 | 1 | 0.1% |
| 7 | 1 | 0.1% |
| 6.5 | 1 | 0.1% |
| Other values (6) | 6 | 0.6% |
| (Missing) | 926 |
| Value | Count | Frequency (%) |
| 5.9 | 1 | 0.1% |
| 6.5 | 1 | 0.1% |
| 6.6 | 1 | 0.1% |
| 7 | 1 | 0.1% |
| 7.1 | 3 | |
| 7.2 | 2 | 0.2% |
| 7.3 | 2 | 0.2% |
| 7.4 | 1 | 0.1% |
| 7.5 | 5 | |
| 7.6 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 8.3 | 1 | 0.1% |
| 8.2 | 1 | 0.1% |
| 8 | 3 | |
| 7.9 | 1 | 0.1% |
| 7.8 | 1 | 0.1% |
| 7.7 | 2 | 0.2% |
| 7.6 | 1 | 0.1% |
| 7.5 | 5 | |
| 7.4 | 1 | 0.1% |
| 7.3 | 2 | 0.2% |
ILC_PW01_unit_3
Categorical
CONSTANT MISSING
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 899 |
| Missing (%) | 94.3% |
| Memory size | 7.6 KiB |
| RTG |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 162 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | RTG |
|---|---|
| 2nd row | RTG |
| 3rd row | RTG |
| 4th row | RTG |
| 5th row | RTG |
Common Values
| Value | Count | Frequency (%) |
| RTG | 54 | 5.7% |
| (Missing) | 899 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| rtg | 54 |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 54 | |
| T | 54 | |
| G | 54 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 162 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 54 | |
| T | 54 | |
| G | 54 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 162 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| R | 54 | |
| T | 54 | |
| G | 54 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 162 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| R | 54 | |
| T | 54 | |
| G | 54 |
ILC_PW01_VALUE_3
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 27 |
|---|---|
| Distinct (%) | 50.0% |
| Missing | 899 |
| Missing (%) | 94.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.1259259 |
| Minimum | 3.7 |
|---|---|
| Maximum | 7.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 KiB |
Quantile statistics
| Minimum | 3.7 |
|---|---|
| 5-th percentile | 4.43 |
| Q1 | 5.425 |
| median | 6.15 |
| Q3 | 6.9 |
| 95-th percentile | 7.6 |
| Maximum | 7.6 |
| Range | 3.9 |
| Interquartile range (IQR) | 1.475 |
Descriptive statistics
| Standard deviation | 0.97442488 |
|---|---|
| Coefficient of variation (CV) | 0.15906573 |
| Kurtosis | -0.51933199 |
| Mean | 6.1259259 |
| Median Absolute Deviation (MAD) | 0.75 |
| Skewness | -0.27892564 |
| Sum | 330.8 |
| Variance | 0.94950384 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=27)
| Value | Count | Frequency (%) |
| 5.2 | 5 | 0.5% |
| 7.6 | 4 | 0.4% |
| 6.3 | 4 | 0.4% |
| 5.5 | 3 | 0.3% |
| 6.9 | 3 | 0.3% |
| 6 | 3 | 0.3% |
| 5.4 | 3 | 0.3% |
| 6.4 | 2 | 0.2% |
| 7.4 | 2 | 0.2% |
| 5.7 | 2 | 0.2% |
| Other values (17) | 23 | 2.4% |
| (Missing) | 899 |
| Value | Count | Frequency (%) |
| 3.7 | 1 | 0.1% |
| 4.3 | 2 | 0.2% |
| 4.5 | 1 | 0.1% |
| 4.6 | 1 | 0.1% |
| 5 | 1 | 0.1% |
| 5.2 | 5 | |
| 5.4 | 3 | |
| 5.5 | 3 | |
| 5.6 | 1 | 0.1% |
| 5.7 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 7.6 | 4 | |
| 7.5 | 2 | |
| 7.4 | 2 | |
| 7.3 | 1 | 0.1% |
| 7.2 | 1 | 0.1% |
| 7 | 2 | |
| 6.9 | 3 | |
| 6.8 | 2 | |
| 6.7 | 1 | 0.1% |
| 6.6 | 2 |
ILC_PW01_unit_4
Categorical
CONSTANT MISSING
| Distinct | 1 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 926 |
| Missing (%) | 97.2% |
| Memory size | 7.6 KiB |
| RTG |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 81 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | RTG |
|---|---|
| 2nd row | RTG |
| 3rd row | RTG |
| 4th row | RTG |
| 5th row | RTG |
Common Values
| Value | Count | Frequency (%) |
| RTG | 27 | 2.8% |
| (Missing) | 926 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| rtg | 27 |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 27 | |
| T | 27 | |
| G | 27 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 81 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 27 | |
| T | 27 | |
| G | 27 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 81 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| R | 27 | |
| T | 27 | |
| G | 27 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 81 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| R | 27 | |
| T | 27 | |
| G | 27 |
ILC_PW01_VALUE_4
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 19 |
|---|---|
| Distinct (%) | 70.4% |
| Missing | 926 |
| Missing (%) | 97.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.1 |
| Minimum | 5.2 |
|---|---|
| Maximum | 8.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 KiB |
Quantile statistics
| Minimum | 5.2 |
|---|---|
| 5-th percentile | 5.83 |
| Q1 | 6.4 |
| median | 7.3 |
| Q3 | 7.7 |
| 95-th percentile | 8.3 |
| Maximum | 8.4 |
| Range | 3.2 |
| Interquartile range (IQR) | 1.3 |
Descriptive statistics
| Standard deviation | 0.89828897 |
|---|---|
| Coefficient of variation (CV) | 0.12651957 |
| Kurtosis | -0.83531185 |
| Mean | 7.1 |
| Median Absolute Deviation (MAD) | 0.7 |
| Skewness | -0.35518431 |
| Sum | 191.7 |
| Variance | 0.80692308 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 7.5 | 4 | 0.4% |
| 8.3 | 3 | 0.3% |
| 5.9 | 2 | 0.2% |
| 7 | 2 | 0.2% |
| 6.6 | 2 | 0.2% |
| 7.4 | 1 | 0.1% |
| 7.9 | 1 | 0.1% |
| 8.4 | 1 | 0.1% |
| 6 | 1 | 0.1% |
| 8.1 | 1 | 0.1% |
| Other values (9) | 9 | 0.9% |
| (Missing) | 926 |
| Value | Count | Frequency (%) |
| 5.2 | 1 | |
| 5.8 | 1 | |
| 5.9 | 2 | |
| 6 | 1 | |
| 6.1 | 1 | |
| 6.2 | 1 | |
| 6.6 | 2 | |
| 6.8 | 1 | |
| 7 | 2 | |
| 7.2 | 1 |
| Value | Count | Frequency (%) |
| 8.4 | 1 | 0.1% |
| 8.3 | 3 | |
| 8.1 | 1 | 0.1% |
| 7.9 | 1 | 0.1% |
| 7.8 | 1 | 0.1% |
| 7.6 | 1 | 0.1% |
| 7.5 | 4 | |
| 7.4 | 1 | 0.1% |
| 7.3 | 1 | 0.1% |
| 7.2 | 1 | 0.1% |
ILC_PW01_unit_5
Categorical
CONSTANT MISSING
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 899 |
| Missing (%) | 94.3% |
| Memory size | 7.6 KiB |
| RTG |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 162 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | RTG |
|---|---|
| 2nd row | RTG |
| 3rd row | RTG |
| 4th row | RTG |
| 5th row | RTG |
Common Values
| Value | Count | Frequency (%) |
| RTG | 54 | 5.7% |
| (Missing) | 899 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| rtg | 54 |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 54 | |
| T | 54 | |
| G | 54 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 162 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 54 | |
| T | 54 | |
| G | 54 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 162 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| R | 54 | |
| T | 54 | |
| G | 54 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 162 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| R | 54 | |
| T | 54 | |
| G | 54 |
ILC_PW01_VALUE_5
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 16 |
|---|---|
| Distinct (%) | 29.6% |
| Missing | 899 |
| Missing (%) | 94.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.2851852 |
| Minimum | 6 |
|---|---|
| Maximum | 8.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 KiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 6.33 |
| Q1 | 7.1 |
| median | 7.3 |
| Q3 | 7.5 |
| 95-th percentile | 8.035 |
| Maximum | 8.1 |
| Range | 2.1 |
| Interquartile range (IQR) | 0.4 |
Descriptive statistics
| Standard deviation | 0.44442348 |
|---|---|
| Coefficient of variation (CV) | 0.061003731 |
| Kurtosis | 1.609569 |
| Mean | 7.2851852 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | -0.7175413 |
| Sum | 393.4 |
| Variance | 0.19751223 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 7.3 | 9 | 0.9% |
| 7.5 | 8 | 0.8% |
| 7 | 7 | 0.7% |
| 7.2 | 6 | 0.6% |
| 7.1 | 4 | 0.4% |
| 8.1 | 3 | 0.3% |
| 7.7 | 3 | 0.3% |
| 7.4 | 3 | 0.3% |
| 8 | 2 | 0.2% |
| 7.6 | 2 | 0.2% |
| Other values (6) | 7 | 0.7% |
| (Missing) | 899 |
| Value | Count | Frequency (%) |
| 6 | 1 | 0.1% |
| 6.1 | 1 | 0.1% |
| 6.2 | 1 | 0.1% |
| 6.4 | 1 | 0.1% |
| 6.9 | 2 | 0.2% |
| 7 | 7 | |
| 7.1 | 4 | |
| 7.2 | 6 | |
| 7.3 | 9 | |
| 7.4 | 3 | 0.3% |
| Value | Count | Frequency (%) |
| 8.1 | 3 | 0.3% |
| 8 | 2 | 0.2% |
| 7.8 | 1 | 0.1% |
| 7.7 | 3 | 0.3% |
| 7.6 | 2 | 0.2% |
| 7.5 | 8 | |
| 7.4 | 3 | 0.3% |
| 7.3 | 9 | |
| 7.2 | 6 | |
| 7.1 | 4 |
ILC_PW01_unit_6
Categorical
CONSTANT MISSING
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 845 |
| Missing (%) | 88.7% |
| Memory size | 7.6 KiB |
| RTG |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 324 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | RTG |
|---|---|
| 2nd row | RTG |
| 3rd row | RTG |
| 4th row | RTG |
| 5th row | RTG |
Common Values
| Value | Count | Frequency (%) |
| RTG | 108 | 11.3% |
| (Missing) | 845 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| rtg | 108 |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 108 | |
| T | 108 | |
| G | 108 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 324 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 108 | |
| T | 108 | |
| G | 108 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 324 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| R | 108 | |
| T | 108 | |
| G | 108 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 324 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| R | 108 | |
| T | 108 | |
| G | 108 |
ILC_PW01_VALUE_6
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 24 |
|---|---|
| Distinct (%) | 22.2% |
| Missing | 845 |
| Missing (%) | 88.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.1314815 |
| Minimum | 4.8 |
|---|---|
| Maximum | 8.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 KiB |
Quantile statistics
| Minimum | 4.8 |
|---|---|
| 5-th percentile | 6.2 |
| Q1 | 6.8 |
| median | 7.2 |
| Q3 | 7.5 |
| 95-th percentile | 7.965 |
| Maximum | 8.1 |
| Range | 3.3 |
| Interquartile range (IQR) | 0.7 |
Descriptive statistics
| Standard deviation | 0.58655467 |
|---|---|
| Coefficient of variation (CV) | 0.082248643 |
| Kurtosis | 2.0357311 |
| Mean | 7.1314815 |
| Median Absolute Deviation (MAD) | 0.35 |
| Skewness | -1.058378 |
| Sum | 770.2 |
| Variance | 0.34404638 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 7.1 | 11 | 1.2% |
| 7.3 | 9 | 0.9% |
| 7 | 8 | 0.8% |
| 7.5 | 8 | 0.8% |
| 7.4 | 8 | 0.8% |
| 7.2 | 7 | 0.7% |
| 6.7 | 6 | 0.6% |
| 6.8 | 6 | 0.6% |
| 7.6 | 6 | 0.6% |
| 7.8 | 5 | 0.5% |
| Other values (14) | 34 | 3.6% |
| (Missing) | 845 |
| Value | Count | Frequency (%) |
| 4.8 | 1 | 0.1% |
| 5.4 | 1 | 0.1% |
| 5.6 | 1 | 0.1% |
| 5.7 | 1 | 0.1% |
| 6.1 | 1 | 0.1% |
| 6.2 | 3 | |
| 6.3 | 2 | 0.2% |
| 6.4 | 2 | 0.2% |
| 6.5 | 5 | |
| 6.7 | 6 |
| Value | Count | Frequency (%) |
| 8.1 | 2 | 0.2% |
| 8 | 4 | |
| 7.9 | 3 | 0.3% |
| 7.8 | 5 | |
| 7.7 | 5 | |
| 7.6 | 6 | |
| 7.5 | 8 | |
| 7.4 | 8 | |
| 7.3 | 9 | |
| 7.2 | 7 |
ILC_PW01_unit_7
Categorical
CONSTANT MISSING
| Distinct | 1 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 926 |
| Missing (%) | 97.2% |
| Memory size | 7.6 KiB |
| RTG |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 81 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | RTG |
|---|---|
| 2nd row | RTG |
| 3rd row | RTG |
| 4th row | RTG |
| 5th row | RTG |
Common Values
| Value | Count | Frequency (%) |
| RTG | 27 | 2.8% |
| (Missing) | 926 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| rtg | 27 |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 27 | |
| T | 27 | |
| G | 27 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 81 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 27 | |
| T | 27 | |
| G | 27 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 81 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| R | 27 | |
| T | 27 | |
| G | 27 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 81 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| R | 27 | |
| T | 27 | |
| G | 27 |
ILC_PW01_VALUE_7
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 17 |
|---|---|
| Distinct (%) | 63.0% |
| Missing | 926 |
| Missing (%) | 97.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.2 |
| Minimum | 5.2 |
|---|---|
| Maximum | 8.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 KiB |
Quantile statistics
| Minimum | 5.2 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 6.65 |
| median | 7.5 |
| Q3 | 7.75 |
| 95-th percentile | 8.14 |
| Maximum | 8.4 |
| Range | 3.2 |
| Interquartile range (IQR) | 1.1 |
Descriptive statistics
| Standard deviation | 0.79227035 |
|---|---|
| Coefficient of variation (CV) | 0.11003755 |
| Kurtosis | -0.028015787 |
| Mean | 7.2 |
| Median Absolute Deviation (MAD) | 0.4 |
| Skewness | -0.78582801 |
| Sum | 194.4 |
| Variance | 0.62769231 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| 7.6 | 4 | 0.4% |
| 7.8 | 3 | 0.3% |
| 6 | 2 | 0.2% |
| 7.7 | 2 | 0.2% |
| 8 | 2 | 0.2% |
| 6.3 | 2 | 0.2% |
| 7.2 | 2 | 0.2% |
| 7.4 | 1 | 0.1% |
| 7.1 | 1 | 0.1% |
| 6.5 | 1 | 0.1% |
| Other values (7) | 7 | 0.7% |
| (Missing) | 926 |
| Value | Count | Frequency (%) |
| 5.2 | 1 | |
| 6 | 2 | |
| 6.2 | 1 | |
| 6.3 | 2 | |
| 6.5 | 1 | |
| 6.8 | 1 | |
| 6.9 | 1 | |
| 7.1 | 1 | |
| 7.2 | 2 | |
| 7.4 | 1 |
| Value | Count | Frequency (%) |
| 8.4 | 1 | 0.1% |
| 8.2 | 1 | 0.1% |
| 8 | 2 | |
| 7.8 | 3 | |
| 7.7 | 2 | |
| 7.6 | 4 | |
| 7.5 | 1 | 0.1% |
| 7.4 | 1 | 0.1% |
| 7.2 | 2 | |
| 7.1 | 1 | 0.1% |
ILC_PW01_unit_8
Categorical
CONSTANT MISSING
| Distinct | 1 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 926 |
| Missing (%) | 97.2% |
| Memory size | 7.6 KiB |
| RTG |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 81 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | RTG |
|---|---|
| 2nd row | RTG |
| 3rd row | RTG |
| 4th row | RTG |
| 5th row | RTG |
Common Values
| Value | Count | Frequency (%) |
| RTG | 27 | 2.8% |
| (Missing) | 926 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| rtg | 27 |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 27 | |
| T | 27 | |
| G | 27 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 81 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 27 | |
| T | 27 | |
| G | 27 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 81 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| R | 27 | |
| T | 27 | |
| G | 27 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 81 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| R | 27 | |
| T | 27 | |
| G | 27 |
ILC_PW01_VALUE_8
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 15 |
|---|---|
| Distinct (%) | 55.6% |
| Missing | 926 |
| Missing (%) | 97.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.4814815 |
| Minimum | 6.1 |
|---|---|
| Maximum | 8.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 KiB |
Quantile statistics
| Minimum | 6.1 |
|---|---|
| 5-th percentile | 6.72 |
| Q1 | 7.3 |
| median | 7.5 |
| Q3 | 7.8 |
| 95-th percentile | 8.07 |
| Maximum | 8.2 |
| Range | 2.1 |
| Interquartile range (IQR) | 0.5 |
Descriptive statistics
| Standard deviation | 0.46163342 |
|---|---|
| Coefficient of variation (CV) | 0.061703477 |
| Kurtosis | 1.9828632 |
| Mean | 7.4814815 |
| Median Absolute Deviation (MAD) | 0.3 |
| Skewness | -1.0653139 |
| Sum | 202 |
| Variance | 0.21310541 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 7.5 | 4 | 0.4% |
| 7.6 | 3 | 0.3% |
| 7.4 | 3 | 0.3% |
| 7.9 | 2 | 0.2% |
| 8 | 2 | 0.2% |
| 7 | 2 | 0.2% |
| 7.8 | 2 | 0.2% |
| 7.3 | 2 | 0.2% |
| 6.1 | 1 | 0.1% |
| 7.2 | 1 | 0.1% |
| Other values (5) | 5 | 0.5% |
| (Missing) | 926 |
| Value | Count | Frequency (%) |
| 6.1 | 1 | 0.1% |
| 6.6 | 1 | 0.1% |
| 7 | 2 | |
| 7.1 | 1 | 0.1% |
| 7.2 | 1 | 0.1% |
| 7.3 | 2 | |
| 7.4 | 3 | |
| 7.5 | 4 | |
| 7.6 | 3 | |
| 7.7 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 8.2 | 1 | 0.1% |
| 8.1 | 1 | 0.1% |
| 8 | 2 | |
| 7.9 | 2 | |
| 7.8 | 2 | |
| 7.7 | 1 | 0.1% |
| 7.6 | 3 | |
| 7.5 | 4 | |
| 7.4 | 3 | |
| 7.3 | 2 |
ILC_PW01_unit_9
Categorical
CONSTANT MISSING
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 899 |
| Missing (%) | 94.3% |
| Memory size | 7.6 KiB |
| RTG |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 162 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | RTG |
|---|---|
| 2nd row | RTG |
| 3rd row | RTG |
| 4th row | RTG |
| 5th row | RTG |
Common Values
| Value | Count | Frequency (%) |
| RTG | 54 | 5.7% |
| (Missing) | 899 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| rtg | 54 |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 54 | |
| T | 54 | |
| G | 54 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 162 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 54 | |
| T | 54 | |
| G | 54 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 162 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| R | 54 | |
| T | 54 | |
| G | 54 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 162 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| R | 54 | |
| T | 54 | |
| G | 54 |
ILC_PW01_VALUE_9
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 17 |
|---|---|
| Distinct (%) | 31.5% |
| Missing | 899 |
| Missing (%) | 94.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.9296296 |
| Minimum | 5.7 |
|---|---|
| Maximum | 8.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 KiB |
Quantile statistics
| Minimum | 5.7 |
|---|---|
| 5-th percentile | 7.065 |
| Q1 | 7.725 |
| median | 7.95 |
| Q3 | 8.3 |
| 95-th percentile | 8.6 |
| Maximum | 8.6 |
| Range | 2.9 |
| Interquartile range (IQR) | 0.575 |
Descriptive statistics
| Standard deviation | 0.53363461 |
|---|---|
| Coefficient of variation (CV) | 0.067296284 |
| Kurtosis | 4.9311418 |
| Mean | 7.9296296 |
| Median Absolute Deviation (MAD) | 0.35 |
| Skewness | -1.6572423 |
| Sum | 428.2 |
| Variance | 0.2847659 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=17)
| Value | Count | Frequency (%) |
| 7.9 | 7 | 0.7% |
| 7.6 | 6 | 0.6% |
| 7.8 | 6 | 0.6% |
| 8.6 | 5 | 0.5% |
| 8.2 | 5 | 0.5% |
| 8.5 | 4 | 0.4% |
| 8.3 | 4 | 0.4% |
| 8 | 4 | 0.4% |
| 8.1 | 3 | 0.3% |
| 8.4 | 2 | 0.2% |
| Other values (7) | 8 | 0.8% |
| (Missing) | 899 |
| Value | Count | Frequency (%) |
| 5.7 | 1 | 0.1% |
| 6.6 | 1 | 0.1% |
| 7 | 1 | 0.1% |
| 7.1 | 1 | 0.1% |
| 7.3 | 2 | 0.2% |
| 7.5 | 1 | 0.1% |
| 7.6 | 6 | |
| 7.7 | 1 | 0.1% |
| 7.8 | 6 | |
| 7.9 | 7 |
| Value | Count | Frequency (%) |
| 8.6 | 5 | |
| 8.5 | 4 | |
| 8.4 | 2 | 0.2% |
| 8.3 | 4 | |
| 8.2 | 5 | |
| 8.1 | 3 | |
| 8 | 4 | |
| 7.9 | 7 | |
| 7.8 | 6 | |
| 7.7 | 1 | 0.1% |
ILC_PW01_unit_10
Categorical
CONSTANT MISSING
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 899 |
| Missing (%) | 94.3% |
| Memory size | 7.6 KiB |
| RTG |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 162 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | RTG |
|---|---|
| 2nd row | RTG |
| 3rd row | RTG |
| 4th row | RTG |
| 5th row | RTG |
Common Values
| Value | Count | Frequency (%) |
| RTG | 54 | 5.7% |
| (Missing) | 899 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| rtg | 54 |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 54 | |
| T | 54 | |
| G | 54 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 162 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 54 | |
| T | 54 | |
| G | 54 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 162 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| R | 54 | |
| T | 54 | |
| G | 54 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 162 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| R | 54 | |
| T | 54 | |
| G | 54 |
ILC_PW01_VALUE_10
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 18 |
|---|---|
| Distinct (%) | 33.3% |
| Missing | 899 |
| Missing (%) | 94.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.8166667 |
| Minimum | 5.5 |
|---|---|
| Maximum | 7.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 KiB |
Quantile statistics
| Minimum | 5.5 |
|---|---|
| 5-th percentile | 5.96 |
| Q1 | 6.6 |
| median | 6.8 |
| Q3 | 7.1 |
| 95-th percentile | 7.57 |
| Maximum | 7.8 |
| Range | 2.3 |
| Interquartile range (IQR) | 0.5 |
Descriptive statistics
| Standard deviation | 0.4913401 |
|---|---|
| Coefficient of variation (CV) | 0.072079232 |
| Kurtosis | 0.59476157 |
| Mean | 6.8166667 |
| Median Absolute Deviation (MAD) | 0.25 |
| Skewness | -0.34705153 |
| Sum | 368.1 |
| Variance | 0.24141509 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 6.8 | 6 | 0.6% |
| 6.6 | 6 | 0.6% |
| 6.9 | 6 | 0.6% |
| 6.7 | 5 | 0.5% |
| 7 | 4 | 0.4% |
| 7.2 | 3 | 0.3% |
| 6.4 | 3 | 0.3% |
| 7.3 | 3 | 0.3% |
| 7.5 | 3 | 0.3% |
| 6.3 | 2 | 0.2% |
| Other values (8) | 13 | 1.4% |
| (Missing) | 899 |
| Value | Count | Frequency (%) |
| 5.5 | 1 | 0.1% |
| 5.7 | 2 | 0.2% |
| 6.1 | 2 | 0.2% |
| 6.3 | 2 | 0.2% |
| 6.4 | 3 | |
| 6.5 | 2 | 0.2% |
| 6.6 | 6 | |
| 6.7 | 5 | |
| 6.8 | 6 | |
| 6.9 | 6 |
| Value | Count | Frequency (%) |
| 7.8 | 2 | 0.2% |
| 7.7 | 1 | 0.1% |
| 7.5 | 3 | |
| 7.4 | 1 | 0.1% |
| 7.3 | 3 | |
| 7.2 | 3 | |
| 7.1 | 2 | 0.2% |
| 7 | 4 | |
| 6.9 | 6 | |
| 6.8 | 6 |
TOUR_OCC_NINATS_unit
Categorical
CONSTANT MISSING
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 658 |
| Missing (%) | 69.0% |
| Memory size | 7.6 KiB |
| NR |
|---|
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 590 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NR |
|---|---|
| 2nd row | NR |
| 3rd row | NR |
| 4th row | NR |
| 5th row | NR |
Common Values
| Value | Count | Frequency (%) |
| NR | 295 | |
| (Missing) | 658 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| nr | 295 |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 295 | |
| R | 295 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 590 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 295 | |
| R | 295 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 590 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| N | 295 | |
| R | 295 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 590 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 295 | |
| R | 295 |
TOUR_OCC_NINATS_VALUE
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 295 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 658 |
| Missing (%) | 69.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 57049184 |
| Minimum | 840359 |
|---|---|
| Maximum | 3.429956 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 KiB |
Quantile statistics
| Minimum | 840359 |
|---|---|
| 5-th percentile | 2782589.6 |
| Q1 | 8987021 |
| median | 21232963 |
| Q3 | 51118864 |
| 95-th percentile | 2.7643455 × 108 |
| Maximum | 3.429956 × 108 |
| Range | 3.4215524 × 108 |
| Interquartile range (IQR) | 42131842 |
Descriptive statistics
| Standard deviation | 84602426 |
|---|---|
| Coefficient of variation (CV) | 1.4829735 |
| Kurtosis | 2.8915679 |
| Mean | 57049184 |
| Median Absolute Deviation (MAD) | 15058225 |
| Skewness | 2.0332376 |
| Sum | 1.6829509 × 1010 |
| Variance | 7.1575705 × 1015 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 3845346 | 1 | 0.1% |
| 3374068 | 1 | 0.1% |
| 3307837 | 1 | 0.1% |
| 2954395 | 1 | 0.1% |
| 2842382 | 1 | 0.1% |
| 1596490 | 1 | 0.1% |
| 1032999 | 1 | 0.1% |
| 840359 | 1 | 0.1% |
| 1654054 | 1 | 0.1% |
| 1714113 | 1 | 0.1% |
| Other values (285) | 285 | |
| (Missing) | 658 |
| Value | Count | Frequency (%) |
| 840359 | 1 | |
| 1032999 | 1 | |
| 1541786 | 1 | |
| 1569926 | 1 | |
| 1596490 | 1 | |
| 1654054 | 1 | |
| 1693749 | 1 | |
| 1698773 | 1 | |
| 1714113 | 1 | |
| 1738110 | 1 |
| Value | Count | Frequency (%) |
| 342995595 | 1 | |
| 340577818 | 1 | |
| 339980928 | 1 | |
| 331168945 | 1 | |
| 320366108 | 1 | |
| 308235728 | 1 | |
| 306848903 | 1 | |
| 297554891 | 1 | |
| 295260630 | 1 | |
| 288759266 | 1 |
RAIL_TF_PASSMOV_unit
Categorical
CONSTANT MISSING
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 170 |
| Missing (%) | 17.8% |
| Memory size | 7.6 KiB |
| THS_TRKM |
|---|
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
Characters and Unicode
| Total characters | 6264 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | THS_TRKM |
|---|---|
| 2nd row | THS_TRKM |
| 3rd row | THS_TRKM |
| 4th row | THS_TRKM |
| 5th row | THS_TRKM |
Common Values
| Value | Count | Frequency (%) |
| THS_TRKM | 783 | |
| (Missing) | 170 | 17.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| ths_trkm | 783 |
Most occurring characters
| Value | Count | Frequency (%) |
| T | 1566 | |
| H | 783 | |
| S | 783 | |
| _ | 783 | |
| R | 783 | |
| K | 783 | |
| M | 783 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 5481 | |
| Connector Punctuation | 783 | 12.5% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 1566 | |
| H | 783 | |
| S | 783 | |
| R | 783 | |
| K | 783 | |
| M | 783 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 783 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5481 | |
| Common | 783 | 12.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| T | 1566 | |
| H | 783 | |
| S | 783 | |
| R | 783 | |
| K | 783 | |
| M | 783 |
Common
| Value | Count | Frequency (%) |
| _ | 783 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6264 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| T | 1566 | |
| H | 783 | |
| S | 783 | |
| _ | 783 | |
| R | 783 | |
| K | 783 | |
| M | 783 |
RAIL_TF_PASSMOV_VALUE
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 777 |
|---|---|
| Distinct (%) | 99.2% |
| Missing | 170 |
| Missing (%) | 17.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 106326.38 |
| Minimum | 2201 |
|---|---|
| Maximum | 1090772 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 KiB |
Quantile statistics
| Minimum | 2201 |
|---|---|
| 5-th percentile | 5303.8 |
| Q1 | 15470.5 |
| median | 61249 |
| Q3 | 123545.5 |
| 95-th percentile | 391778.1 |
| Maximum | 1090772 |
| Range | 1088571 |
| Interquartile range (IQR) | 108075 |
Descriptive statistics
| Standard deviation | 154716.76 |
|---|---|
| Coefficient of variation (CV) | 1.4551117 |
| Kurtosis | 12.997458 |
| Mean | 106326.38 |
| Median Absolute Deviation (MAD) | 48004 |
| Skewness | 3.2276455 |
| Sum | 83253553 |
| Variance | 2.3937275 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 62068 | 2 | 0.2% |
| 22150 | 2 | 0.2% |
| 27105 | 2 | 0.2% |
| 41610 | 2 | 0.2% |
| 61200 | 2 | 0.2% |
| 11939 | 2 | 0.2% |
| 5480 | 1 | 0.1% |
| 5426 | 1 | 0.1% |
| 41350 | 1 | 0.1% |
| 41430 | 1 | 0.1% |
| Other values (767) | 767 | |
| (Missing) | 170 | 17.8% |
| Value | Count | Frequency (%) |
| 2201 | 1 | |
| 2714 | 1 | |
| 2822 | 1 | |
| 2838 | 1 | |
| 2858 | 1 | |
| 2884 | 1 | |
| 2893 | 1 | |
| 2914 | 1 | |
| 2990 | 1 | |
| 3036 | 1 |
| Value | Count | Frequency (%) |
| 1090772 | 1 | |
| 1080000 | 1 | |
| 1079700 | 1 | |
| 1079000 | 1 | |
| 848000 | 1 | |
| 811100 | 1 | |
| 809000 | 1 | |
| 808000 | 1 | |
| 806000 | 1 | |
| 799000 | 1 |
RAIL_PA_TOTAL_unit
Categorical
CONSTANT MISSING
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 481 |
| Missing (%) | 50.5% |
| Memory size | 7.6 KiB |
| MIO_PKM |
|---|
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Characters and Unicode
| Total characters | 3304 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | MIO_PKM |
|---|---|
| 2nd row | MIO_PKM |
| 3rd row | MIO_PKM |
| 4th row | MIO_PKM |
| 5th row | MIO_PKM |
Common Values
| Value | Count | Frequency (%) |
| MIO_PKM | 472 | |
| (Missing) | 481 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| mio_pkm | 472 |
Most occurring characters
| Value | Count | Frequency (%) |
| M | 944 | |
| I | 472 | |
| O | 472 | |
| _ | 472 | |
| P | 472 | |
| K | 472 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 2832 | |
| Connector Punctuation | 472 | 14.3% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 944 | |
| I | 472 | |
| O | 472 | |
| P | 472 | |
| K | 472 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 472 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2832 | |
| Common | 472 | 14.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| M | 944 | |
| I | 472 | |
| O | 472 | |
| P | 472 | |
| K | 472 |
Common
| Value | Count | Frequency (%) |
| _ | 472 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3304 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| M | 944 | |
| I | 472 | |
| O | 472 | |
| _ | 472 | |
| P | 472 | |
| K | 472 |
RAIL_PA_TOTAL_VALUE
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 414 |
|---|---|
| Distinct (%) | 96.3% |
| Missing | 523 |
| Missing (%) | 54.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13940.24 |
| Minimum | 193 |
|---|---|
| Maximum | 102814 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 KiB |
Quantile statistics
| Minimum | 193 |
|---|---|
| 5-th percentile | 274 |
| Q1 | 962.25 |
| median | 4147.5 |
| Q3 | 11688.75 |
| 95-th percentile | 82652.95 |
| Maximum | 102814 |
| Range | 102621 |
| Interquartile range (IQR) | 10726.5 |
Descriptive statistics
| Standard deviation | 24157.281 |
|---|---|
| Coefficient of variation (CV) | 1.7329172 |
| Kurtosis | 4.548878 |
| Mean | 13940.24 |
| Median Absolute Deviation (MAD) | 3612.5 |
| Skewness | 2.3758848 |
| Sum | 5994303 |
| Variance | 5.8357423 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 280 | 3 | 0.3% |
| 3876 | 2 | 0.2% |
| 382 | 2 | 0.2% |
| 268 | 2 | 0.2% |
| 4271 | 2 | 0.2% |
| 9403 | 2 | 0.2% |
| 278 | 2 | 0.2% |
| 941 | 2 | 0.2% |
| 724 | 2 | 0.2% |
| 3957 | 2 | 0.2% |
| Other values (404) | 409 | |
| (Missing) | 523 |
| Value | Count | Frequency (%) |
| 193 | 1 | |
| 223 | 1 | |
| 231 | 1 | |
| 235 | 1 | |
| 237 | 1 | |
| 243 | 1 | |
| 244 | 1 | |
| 246 | 1 | |
| 247 | 1 | |
| 248 | 1 |
| Value | Count | Frequency (%) |
| 102814 | 1 | |
| 100252 | 1 | |
| 98161 | 1 | |
| 96540 | 1 | |
| 95529 | 1 | |
| 95465 | 1 | |
| 95024 | 1 | |
| 93918 | 1 | |
| 92313 | 1 | |
| 91832 | 1 |
RAIL_PA_TOTAL_unit_14
Categorical
CONSTANT MISSING
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 481 |
| Missing (%) | 50.5% |
| Memory size | 7.6 KiB |
| THS_PAS |
|---|
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Characters and Unicode
| Total characters | 3304 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | THS_PAS |
|---|---|
| 2nd row | THS_PAS |
| 3rd row | THS_PAS |
| 4th row | THS_PAS |
| 5th row | THS_PAS |
Common Values
| Value | Count | Frequency (%) |
| THS_PAS | 472 | |
| (Missing) | 481 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| ths_pas | 472 |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 944 | |
| T | 472 | |
| H | 472 | |
| _ | 472 | |
| P | 472 | |
| A | 472 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 2832 | |
| Connector Punctuation | 472 | 14.3% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 944 | |
| T | 472 | |
| H | 472 | |
| P | 472 | |
| A | 472 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 472 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2832 | |
| Common | 472 | 14.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| S | 944 | |
| T | 472 | |
| H | 472 | |
| P | 472 | |
| A | 472 |
Common
| Value | Count | Frequency (%) |
| _ | 472 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3304 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| S | 944 | |
| T | 472 | |
| H | 472 | |
| _ | 472 | |
| P | 472 | |
| A | 472 |
RAIL_PA_TOTAL_VALUE_14
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 430 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 522 |
| Missing (%) | 54.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 286126.39 |
| Minimum | 3238 |
|---|---|
| Maximum | 2938023 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 KiB |
Quantile statistics
| Minimum | 3238 |
|---|---|
| 5-th percentile | 5216.5 |
| Q1 | 20345.5 |
| median | 77265 |
| Q3 | 233303 |
| 95-th percentile | 1240802 |
| Maximum | 2938023 |
| Range | 2934785 |
| Interquartile range (IQR) | 212957.5 |
Descriptive statistics
| Standard deviation | 536890.47 |
|---|---|
| Coefficient of variation (CV) | 1.8764102 |
| Kurtosis | 10.461147 |
| Mean | 286126.39 |
| Median Absolute Deviation (MAD) | 71114 |
| Skewness | 3.1907096 |
| Sum | 1.2332047 × 108 |
| Variance | 2.8825138 × 1011 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 21329 | 2 | 0.2% |
| 20804 | 1 | 0.1% |
| 21504 | 1 | 0.1% |
| 26702 | 1 | 0.1% |
| 27380 | 1 | 0.1% |
| 27387 | 1 | 0.1% |
| 25915 | 1 | 0.1% |
| 22038 | 1 | 0.1% |
| 16595 | 1 | 0.1% |
| 14527 | 1 | 0.1% |
| Other values (420) | 420 | |
| (Missing) | 522 |
| Value | Count | Frequency (%) |
| 3238 | 1 | |
| 3790 | 1 | |
| 3795 | 1 | |
| 3819 | 1 | |
| 3916 | 1 | |
| 3948 | 1 | |
| 4126 | 1 | |
| 4127 | 1 | |
| 4176 | 1 | |
| 4199 | 1 |
| Value | Count | Frequency (%) |
| 2938023 | 1 | |
| 2880558 | 1 | |
| 2831443 | 1 | |
| 2813782 | 1 | |
| 2693080 | 1 | |
| 2684908 | 1 | |
| 2612764 | 1 | |
| 2564498 | 1 | |
| 2530284 | 1 | |
| 2505856 | 1 |
RAIL_AC_CATNMBR_unit
Categorical
CONSTANT MISSING
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 627 |
| Missing (%) | 65.8% |
| Memory size | 7.6 KiB |
| NR |
|---|
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 652 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NR |
|---|---|
| 2nd row | NR |
| 3rd row | NR |
| 4th row | NR |
| 5th row | NR |
Common Values
| Value | Count | Frequency (%) |
| NR | 326 | |
| (Missing) | 627 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| nr | 326 |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 326 | |
| R | 326 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 652 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 326 | |
| R | 326 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 652 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| N | 326 | |
| R | 326 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 652 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 326 | |
| R | 326 |
RAIL_AC_CATNMBR_VALUE
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 160 |
|---|---|
| Distinct (%) | 53.3% |
| Missing | 653 |
| Missing (%) | 68.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 139.66 |
| Minimum | 0 |
|---|---|
| Maximum | 2198 |
| Zeros | 9 |
| Zeros (%) | 0.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2.95 |
| Q1 | 28 |
| median | 62.5 |
| Q3 | 132.25 |
| 95-th percentile | 626.65 |
| Maximum | 2198 |
| Range | 2198 |
| Interquartile range (IQR) | 104.25 |
Descriptive statistics
| Standard deviation | 251.41621 |
|---|---|
| Coefficient of variation (CV) | 1.800202 |
| Kurtosis | 25.085715 |
| Mean | 139.66 |
| Median Absolute Deviation (MAD) | 40.5 |
| Skewness | 4.4313355 |
| Sum | 41898 |
| Variance | 63210.111 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 9 | 0.9% |
| 48 | 7 | 0.7% |
| 42 | 6 | 0.6% |
| 33 | 5 | 0.5% |
| 1 | 5 | 0.5% |
| 27 | 5 | 0.5% |
| 39 | 4 | 0.4% |
| 28 | 4 | 0.4% |
| 40 | 4 | 0.4% |
| 94 | 4 | 0.4% |
| Other values (150) | 247 | 25.9% |
| (Missing) | 653 |
| Value | Count | Frequency (%) |
| 0 | 9 | |
| 1 | 5 | |
| 2 | 1 | 0.1% |
| 3 | 2 | 0.2% |
| 4 | 3 | 0.3% |
| 5 | 4 | |
| 7 | 1 | 0.1% |
| 11 | 3 | 0.3% |
| 12 | 3 | 0.3% |
| 13 | 3 | 0.3% |
| Value | Count | Frequency (%) |
| 2198 | 1 | |
| 1863 | 1 | |
| 1172 | 1 | |
| 1150 | 1 | |
| 1111 | 1 | |
| 976 | 1 | |
| 964 | 1 | |
| 961 | 1 | |
| 905 | 1 | |
| 883 | 1 |
TTR00003_unit
Categorical
CONSTANT MISSING
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 653 |
| Missing (%) | 68.5% |
| Memory size | 7.6 KiB |
| KM |
|---|
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 600 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | KM |
|---|---|
| 2nd row | KM |
| 3rd row | KM |
| 4th row | KM |
| 5th row | KM |
Common Values
| Value | Count | Frequency (%) |
| KM | 300 | |
| (Missing) | 653 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| km | 300 |
Most occurring characters
| Value | Count | Frequency (%) |
| K | 300 | |
| M | 300 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 600 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| K | 300 | |
| M | 300 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 600 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| K | 300 | |
| M | 300 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 600 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| K | 300 | |
| M | 300 |
TTR00003_VALUE
Real number (ℝ)
HIGH CORRELATION MISSING
| Distinct | 202 |
|---|---|
| Distinct (%) | 67.3% |
| Missing | 653 |
| Missing (%) | 68.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8103.4836 |
| Minimum | 263 |
|---|---|
| Maximum | 39068.117 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.6 KiB |
Quantile statistics
| Minimum | 263 |
|---|---|
| 5-th percentile | 1163.85 |
| Q1 | 2240 |
| median | 3627 |
| Q3 | 10774.75 |
| 95-th percentile | 29617.15 |
| Maximum | 39068.117 |
| Range | 38805.117 |
| Interquartile range (IQR) | 8534.75 |
Descriptive statistics
| Standard deviation | 9288.367 |
|---|---|
| Coefficient of variation (CV) | 1.146219 |
| Kurtosis | 3.1590706 |
| Mean | 8103.4836 |
| Median Absolute Deviation (MAD) | 2299 |
| Skewness | 1.9026826 |
| Sum | 2431045.1 |
| Variance | 86273761 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1209 | 10 | 1.0% |
| 1839 | 7 | 0.7% |
| 275 | 6 | 0.6% |
| 3626 | 5 | 0.5% |
| 2604 | 5 | 0.5% |
| 2045 | 5 | 0.5% |
| 5944 | 4 | 0.4% |
| 1859.6 | 4 | 0.4% |
| 1767.6 | 4 | 0.4% |
| 263 | 4 | 0.4% |
| Other values (192) | 246 | 25.8% |
| (Missing) | 653 |
| Value | Count | Frequency (%) |
| 263 | 4 | |
| 271 | 2 | 0.2% |
| 275 | 6 | |
| 1161 | 3 | |
| 1164 | 1 | 0.1% |
| 1166 | 2 | 0.2% |
| 1167 | 3 | |
| 1175 | 1 | 0.1% |
| 1196 | 2 | 0.2% |
| 1208 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 39068.117 | 1 | |
| 38994.798 | 1 | |
| 38836.096 | 1 | |
| 38802.643 | 1 | |
| 38799.773 | 1 | |
| 38783.143 | 1 | |
| 38712 | 1 | |
| 38696.542 | 1 | |
| 38658.765 | 1 | |
| 38653.801 | 1 |
| TIME_PERIOD | ILC_LI02_VALUE | ILC_PW01_VALUE | ILC_PW01_VALUE_2 | ILC_PW01_VALUE_3 | ILC_PW01_VALUE_4 | ILC_PW01_VALUE_5 | ILC_PW01_VALUE_6 | ILC_PW01_VALUE_7 | ILC_PW01_VALUE_8 | ILC_PW01_VALUE_9 | ILC_PW01_VALUE_10 | TOUR_OCC_NINATS_VALUE | RAIL_TF_PASSMOV_VALUE | RAIL_PA_TOTAL_VALUE | RAIL_PA_TOTAL_VALUE_14 | RAIL_AC_CATNMBR_VALUE | TTR00003_VALUE | geo | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TIME_PERIOD | 1.000 | 0.149 | NaN | NaN | 0.225 | NaN | 0.087 | 0.099 | NaN | NaN | 0.106 | 0.025 | -0.029 | -0.021 | -0.068 | -0.062 | -0.267 | -0.003 | 0.064 |
| ILC_LI02_VALUE | 0.149 | 1.000 | -0.721 | -0.615 | -0.528 | -0.544 | -0.510 | -0.457 | -0.501 | -0.556 | -0.551 | -0.487 | -0.014 | -0.255 | -0.236 | -0.276 | -0.014 | -0.094 | 0.506 |
| ILC_PW01_VALUE | NaN | -0.721 | 1.000 | 0.782 | 0.810 | 0.730 | 0.780 | 0.861 | 0.738 | 0.820 | 0.799 | 0.757 | -0.080 | 0.432 | 0.197 | 0.308 | -0.135 | 0.028 | 1.000 |
| ILC_PW01_VALUE_2 | NaN | -0.615 | 0.782 | 1.000 | 0.664 | 0.846 | 0.747 | 0.758 | 0.869 | 0.719 | 0.725 | 0.803 | -0.106 | 0.217 | -0.033 | 0.099 | -0.336 | -0.231 | 1.000 |
| ILC_PW01_VALUE_3 | 0.225 | -0.528 | 0.810 | 0.664 | 1.000 | 0.785 | 0.766 | 0.944 | 0.764 | 0.668 | 0.557 | 0.789 | 0.104 | 0.573 | 0.425 | 0.490 | 0.075 | 0.226 | 0.220 |
| ILC_PW01_VALUE_4 | NaN | -0.544 | 0.730 | 0.846 | 0.785 | 1.000 | 0.767 | 0.846 | 0.892 | 0.764 | 0.743 | 0.814 | -0.116 | 0.365 | 0.107 | 0.191 | -0.161 | -0.024 | 1.000 |
| ILC_PW01_VALUE_5 | 0.087 | -0.510 | 0.780 | 0.747 | 0.766 | 0.767 | 1.000 | 0.771 | 0.698 | 0.789 | 0.729 | 0.868 | -0.261 | 0.054 | -0.005 | 0.059 | -0.308 | -0.165 | 0.484 |
| ILC_PW01_VALUE_6 | 0.099 | -0.457 | 0.861 | 0.758 | 0.944 | 0.846 | 0.771 | 1.000 | 0.840 | 0.784 | 0.662 | 0.825 | 0.064 | 0.436 | 0.269 | 0.307 | -0.059 | 0.127 | 0.369 |
| ILC_PW01_VALUE_7 | NaN | -0.501 | 0.738 | 0.869 | 0.764 | 0.892 | 0.698 | 0.840 | 1.000 | 0.721 | 0.718 | 0.776 | -0.073 | 0.335 | 0.039 | 0.155 | -0.200 | -0.122 | 1.000 |
| ILC_PW01_VALUE_8 | NaN | -0.556 | 0.820 | 0.719 | 0.668 | 0.764 | 0.789 | 0.784 | 0.721 | 1.000 | 0.824 | 0.689 | -0.258 | 0.284 | -0.058 | 0.085 | -0.358 | -0.250 | 1.000 |
| ILC_PW01_VALUE_9 | 0.106 | -0.551 | 0.799 | 0.725 | 0.557 | 0.743 | 0.729 | 0.662 | 0.718 | 0.824 | 1.000 | 0.605 | -0.104 | 0.144 | 0.122 | 0.183 | -0.260 | -0.099 | 0.386 |
| ILC_PW01_VALUE_10 | 0.025 | -0.487 | 0.757 | 0.803 | 0.789 | 0.814 | 0.868 | 0.825 | 0.776 | 0.689 | 0.605 | 1.000 | -0.172 | 0.132 | 0.060 | 0.134 | -0.271 | -0.118 | 0.398 |
| TOUR_OCC_NINATS_VALUE | -0.029 | -0.014 | -0.080 | -0.106 | 0.104 | -0.116 | -0.261 | 0.064 | -0.073 | -0.258 | -0.104 | -0.172 | 1.000 | 0.778 | 0.833 | 0.775 | 0.558 | 0.710 | 0.565 |
| RAIL_TF_PASSMOV_VALUE | -0.021 | -0.255 | 0.432 | 0.217 | 0.573 | 0.365 | 0.054 | 0.436 | 0.335 | 0.284 | 0.144 | 0.132 | 0.778 | 1.000 | 0.981 | 0.962 | 0.607 | 0.901 | 0.519 |
| RAIL_PA_TOTAL_VALUE | -0.068 | -0.236 | 0.197 | -0.033 | 0.425 | 0.107 | -0.005 | 0.269 | 0.039 | -0.058 | 0.122 | 0.060 | 0.833 | 0.981 | 1.000 | 0.973 | 0.631 | 0.911 | 0.637 |
| RAIL_PA_TOTAL_VALUE_14 | -0.062 | -0.276 | 0.308 | 0.099 | 0.490 | 0.191 | 0.059 | 0.307 | 0.155 | 0.085 | 0.183 | 0.134 | 0.775 | 0.962 | 0.973 | 1.000 | 0.570 | 0.840 | 0.580 |
| RAIL_AC_CATNMBR_VALUE | -0.267 | -0.014 | -0.135 | -0.336 | 0.075 | -0.161 | -0.308 | -0.059 | -0.200 | -0.358 | -0.260 | -0.271 | 0.558 | 0.607 | 0.631 | 0.570 | 1.000 | 0.837 | 0.416 |
| TTR00003_VALUE | -0.003 | -0.094 | 0.028 | -0.231 | 0.226 | -0.024 | -0.165 | 0.127 | -0.122 | -0.250 | -0.099 | -0.118 | 0.710 | 0.901 | 0.911 | 0.840 | 0.837 | 1.000 | 0.850 |
| geo | 0.064 | 0.506 | 1.000 | 1.000 | 0.220 | 1.000 | 0.484 | 0.369 | 1.000 | 1.000 | 0.386 | 0.398 | 0.565 | 0.519 | 0.637 | 0.580 | 0.416 | 0.850 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| ILC_LI02_unit | geo | TIME_PERIOD | ILC_LI02_VALUE | ILC_PW01_unit | ILC_PW01_VALUE | ILC_PW01_unit_2 | ILC_PW01_VALUE_2 | ILC_PW01_unit_3 | ILC_PW01_VALUE_3 | ILC_PW01_unit_4 | ILC_PW01_VALUE_4 | ILC_PW01_unit_5 | ILC_PW01_VALUE_5 | ILC_PW01_unit_6 | ILC_PW01_VALUE_6 | ILC_PW01_unit_7 | ILC_PW01_VALUE_7 | ILC_PW01_unit_8 | ILC_PW01_VALUE_8 | ILC_PW01_unit_9 | ILC_PW01_VALUE_9 | ILC_PW01_unit_10 | ILC_PW01_VALUE_10 | TOUR_OCC_NINATS_unit | TOUR_OCC_NINATS_VALUE | RAIL_TF_PASSMOV_unit | RAIL_TF_PASSMOV_VALUE | RAIL_PA_TOTAL_unit | RAIL_PA_TOTAL_VALUE | RAIL_PA_TOTAL_unit_14 | RAIL_PA_TOTAL_VALUE_14 | RAIL_AC_CATNMBR_unit | RAIL_AC_CATNMBR_VALUE | TTR00003_unit | TTR00003_VALUE | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | PC | AT | 1995 | 13.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | THS_TRKM | 88693.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 1 | PC | AT | 1996 | 14.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | THS_TRKM | 82912.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 2 | PC | AT | 1997 | 13.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | THS_TRKM | 86922.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 3 | PC | AT | 1998 | 13.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | THS_TRKM | 90228.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 4 | PC | AT | 1999 | 12.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 5 | PC | AT | 2000 | 12.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 6 | PC | AT | 2001 | 12.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 7 | PC | AT | 2003 | 13.2 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 8 | PC | AT | 2004 | 13.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | THS_TRKM | 93903.0 | MIO_PKM | 8274.0 | THS_PAS | 215083.0 | NR | 119.0 | NaN | NaN |
| 9 | PC | AT | 2005 | 12.6 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | THS_TRKM | 94757.0 | MIO_PKM | 8685.0 | THS_PAS | 220116.0 | NR | 98.0 | NaN | NaN |
| ILC_LI02_unit | geo | TIME_PERIOD | ILC_LI02_VALUE | ILC_PW01_unit | ILC_PW01_VALUE | ILC_PW01_unit_2 | ILC_PW01_VALUE_2 | ILC_PW01_unit_3 | ILC_PW01_VALUE_3 | ILC_PW01_unit_4 | ILC_PW01_VALUE_4 | ILC_PW01_unit_5 | ILC_PW01_VALUE_5 | ILC_PW01_unit_6 | ILC_PW01_VALUE_6 | ILC_PW01_unit_7 | ILC_PW01_VALUE_7 | ILC_PW01_unit_8 | ILC_PW01_VALUE_8 | ILC_PW01_unit_9 | ILC_PW01_VALUE_9 | ILC_PW01_unit_10 | ILC_PW01_VALUE_10 | TOUR_OCC_NINATS_unit | TOUR_OCC_NINATS_VALUE | RAIL_TF_PASSMOV_unit | RAIL_TF_PASSMOV_VALUE | RAIL_PA_TOTAL_unit | RAIL_PA_TOTAL_VALUE | RAIL_PA_TOTAL_unit_14 | RAIL_PA_TOTAL_VALUE_14 | RAIL_AC_CATNMBR_unit | RAIL_AC_CATNMBR_VALUE | TTR00003_unit | TTR00003_VALUE | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 943 | NaN | SK | 1999 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | THS_TRKM | 36606.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 944 | NaN | SK | 2000 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | THS_TRKM | 35857.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 945 | NaN | SK | 2001 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | THS_TRKM | 34942.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 946 | NaN | SK | 2002 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | THS_TRKM | 35727.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 947 | NaN | SK | 2003 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | THS_TRKM | 30680.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 948 | NaN | SK | 2004 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | THS_TRKM | 31228.0 | MIO_PKM | 2228.0 | THS_PAS | 50325.0 | NR | 514.0 | NaN | NaN |
| 949 | NaN | DE | 2004 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | MIO_PKM | 75903.0 | THS_PAS | 2091268.0 | NR | 1172.0 | NaN | NaN |
| 950 | NaN | NL | 2004 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | MIO_PKM | 14509.0 | THS_PAS | 326953.0 | NR | 37.0 | NaN | NaN |
| 951 | NaN | CY | 2004 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NR | NaN | NaN | NaN |
| 952 | NaN | MT | 2004 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NR | NaN | NaN | NaN |